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扰动机制下的遗传算法求解柔性作业车间调度 被引量:7
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作者 唐浩 黎向锋 +3 位作者 张丽萍 王建明 叶磊 王子旋 《现代制造工程》 CSCD 北大核心 2021年第7期1-9,37,共10页
针对柔性作业车间调度问题,提出一种扰动机制下的遗传算法,该算法以最大完工时间最小为优化目标。为了克服传统遗传算法早熟的缺点,引入差异度阈值策略对传统遗传算法的结构进行动态调整,同时设计了灾变机制和大变异策略相结合的扰动机... 针对柔性作业车间调度问题,提出一种扰动机制下的遗传算法,该算法以最大完工时间最小为优化目标。为了克服传统遗传算法早熟的缺点,引入差异度阈值策略对传统遗传算法的结构进行动态调整,同时设计了灾变机制和大变异策略相结合的扰动机制,增强了算法的搜索性能。最后,通过基准案例进行测试并与其他算法的结果进行对比,验证了扰动机制下的遗传算法对于解决柔性作业车间调度问题的有效性和优越性。 展开更多
关键词 柔性作业车间调 遗传算法 灾变操作 大变异 差异度阈值 扰动
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Safety Evaluation of Vegetables Growing in Soils Contaminated by Different Levels of Cadmium(Cd) 被引量:2
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作者 MI Bao-bin WANG Duan-hua +5 位作者 ZHANG Zhu-qing DAI Xiong-ze LIU Feng LIANG Cheng-liang XIE Ling-ling ZHOU Huo-qiang 《Agricultural Science & Technology》 CAS 2019年第1期15-21,共7页
The tested soils containing different Cd levels were obtained by mixing the normal cultivated soils with the Cd-contaminated soils taken from the paddies near a mine. Five major categories of vegetables, i.e. cucumber... The tested soils containing different Cd levels were obtained by mixing the normal cultivated soils with the Cd-contaminated soils taken from the paddies near a mine. Five major categories of vegetables, i.e. cucumber, cowpea, Bok choy, radish and lettuce, widely planted in the spring and autumn in Hunan Province, were selected for pool-culture experiments. Results showed that the Cd accumulations varied greatly according to the category of vegetables. The Cd accumulations in cucumber and cowpea growing in soils with high Cd levels (1.5 mg/kg) were within the threshold limits of the national standards, meaning that these two categories are safe to grow in Cd-contaminated soils. For either the cucumber or the cowpea category, there were no significant differences in the Cd accumulations of different genotypes. Most of the tested Bok choy and radish cultivars could grow safely in soils whose Cd levels were below 1.0 mg/kg. In comparison, the Cd accumulations in some cultivars tended to increase sharply as the Cd level in the soil went beyond 1.0 mg/kg. Significant variations were also observed in the Cd accumulations of different genotypes with mounting Cd levels in the soil. Besides, there were no positive correlations between Cd accumulations in plants and Cd levels in soils, indicating large fluctuations and poor ecological stability of Bok choy and radish. Therefore, the planting of Bok choy and radish should be strictly evaluated and controlled in Cdcontaminated regions. The Cd contents of most celtuce cultivars growing in mildlycontaminated soils had already exceeded the threshold limit. Therefore, it is not safe for celtuce to grow in Cd-contaminated environments. 展开更多
关键词 CD VEGETABLE Difference in Cd accumulation Concentration threshold
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